PLM - IoT Digital Twin PLM

RAG Over CAD and BOM: Reference Architecture for PLM Knowledge Retrieval

By MPRAUTO MPRAUTO May 16, 2026AINo Comments

RAG over CAD and BOM data for PLM knowledge retrieval — chunking strategies for engineering drawings, BOM graph embeddings, and a reference architecture proven in 2026 production.

PLM for Digital Transformation: 10 PLM Tools (2026 Update)

By mprcba April 24, 2026PLMNo Comments

Updated 2026 PLM landscape — Teamcenter, Windchill, 3DEXPERIENCE, Aras, OpenBOM, Duro, PTC Pure-SaaS — features, pricing tiers, and digital thread architecture trends.

Asset Administration Shell: Industry 4.0 Submodels Guide

By MPRAUTO MPRAUTO April 23, 2026Digital TwinNo Comments

AAS architecture — how Asset Administration Shell submodels, IDTA specs, and Industry 4.0 digital nameplates standardize digital twins across OEMs, PLCs, and ERP systems.

SysML v2 Hands-On Tutorial: Building Your First MBSE Model with PLM Integration

By MPRAUTO MPRAUTO April 16, 2026PLMNo Comments

Step-by-step SysML v2 tutorial covering KerML metamodel, textual notation, API-driven PLM integration, and practical MBSE workflows for systems engineers moving from SysML v1.

Closed-Loop PLM: Feeding Field Data Back into Product Lifecycle Management for Continuous Improvement

By MPRAUTO MPRAUTO April 16, 2026PLMNo Comments

How closed-loop PLM architectures feed real-world sensor and usage data back into engineering, enabling continuous product improvement. Digital thread, data pipelines, and integration patterns.

RAG Over CAD and BOM: Reference Architecture for PLM Knowledge Retrieval

PLM for Digital Transformation: 10 PLM Tools (2026 Update)

Asset Administration Shell: Industry 4.0 Submodels Guide

SysML v2 Hands-On Tutorial: Building Your First MBSE Model with PLM Integration

Closed-Loop PLM: Feeding Field Data Back into Product Lifecycle Management for Continuous Improvement

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